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Dongsheng Zuo

2 accepted papers

2025

Computing Circuits Optimization via Model-Based Circuit Genetic Evolution

ICLR 2025poster

Optimizing computing circuits such as multipliers and adders is a fundamental challenge in modern integrated circuit design. Recent efforts propose formulating this optimization problem as a reinforcement learning (RL) proxy task, offering a promising approach to search high-speed and area-efficient…

Cited by 4SourcePDFScholar
2024

A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design

ICML 2024poster

Multiplier design---which aims to explore a large combinatorial design space to simultaneously optimize multiple conflicting objectives---is a fundamental problem in the integrated circuits industry. Although traditional approaches tackle the multi-objective multiplier optimization problem by manual…

Cited by 17SourcePDFScholar